Overview
CI/CD integration enables you to automatically deploy monitoring changes when code is pushed, ensuring your monitoring infrastructure stays in sync with your application deployments.
Automated Deployments
Continuous Deployment
- Deploy monitoring changes automatically
- Reduce manual configuration errors
- Ensure infrastructure consistency
- Enable rapid iteration
Environment Management
Multi-Environment Support
- Separate stacks for each environment
- Environment-specific configurations
- Controlled promotion between environments
- Consistent monitoring across environments
Security & Compliance
Secure Deployments
- Secure secret management
- Role-based access control
- Audit trails for changes
- Compliance with security policies
Team Collaboration
Team Workflows
- Code review for monitoring changes
- Pull request-based deployments
- Collaborative infrastructure management
- Standardized deployment processes
GitHub Actions
Basic Workflow
- Deploy on Push
- Preview on PR
.github/workflows/deploy.yml
Multi-Environment Workflow
.github/workflows/multi-env.yml
Advanced Workflow with Testing
.github/workflows/pipeline.yml
GitLab CI/CD
Basic Pipeline
.gitlab-ci.yml
Jenkins
Jenkinsfile
Jenkinsfile
Azure DevOps
azure-pipelines.yml
azure-pipelines.yml
CircleCI
.circleci/config.yml
.circleci/config.yml
Security Best Practices
Secret Management
Environment Variables
Secure Storage
- Use CI/CD platform secret management
- Never hardcode secrets in pipeline files
- Rotate secrets regularly
- Use least-privilege access
Access Control
Role-Based Access
- Limit deployment permissions
- Use separate accounts for different environments
- Implement approval gates for production
- Audit access regularly
Security Checklist
Secret Management
Secret Management
- Store secrets in CI/CD platform’s secret management
- Use environment-specific secrets
- Rotate API keys regularly
- Use least-privilege API keys
- Never log or expose secrets
Access Control
Access Control
- Implement approval gates for production
- Use separate accounts for environments
- Limit who can trigger deployments
- Audit deployment permissions
- Use branch protection rules
Pipeline Security
Pipeline Security
- Validate code before deployment
- Use trusted base images
- Scan for vulnerabilities
- Implement rollback procedures
- Monitor deployment logs
Troubleshooting
Common Issues
Authentication Errors
Authentication Errors
Problem: Pulumi or Checkly authentication fails
Solutions:
- Verify API keys are correctly set in secrets
- Check Pulumi access token permissions
- Ensure environment variables are properly configured
- Test authentication locally first
Permission Denied
Permission Denied
Problem: Pipeline lacks permissions to deploy
Solutions:
- Check CI/CD platform permissions
- Verify Pulumi organization access
- Ensure Checkly API key has required permissions
- Review branch protection rules
Resource Conflicts
Resource Conflicts
Problem: Resources already exist or conflict
Solutions:
- Use
pulumi refreshto sync state - Check for manual changes in Checkly UI
- Review resource naming conflicts
- Use
pulumi importfor existing resources